Replication Data for: Adjusting for Unmeasured Spatial Confounding with Distance Adjusted Propensity Score Matching (doi:10.7910/DVN/DKXXSN)

View:

Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Entire Codebook

Document Description

Citation

Title:

Replication Data for: Adjusting for Unmeasured Spatial Confounding with Distance Adjusted Propensity Score Matching

Identification Number:

doi:10.7910/DVN/DKXXSN

Distributor:

Harvard Dataverse

Date of Distribution:

2016-12-21

Version:

Bibliographic Citation:

Papadogeorgou, Georgia, 2016, "Replication Data for: Adjusting for Unmeasured Spatial Confounding with Distance Adjusted Propensity Score Matching", https://doi.org/10.7910/DVN/DKXXSN, Harvard Dataverse, V2, UNF:6:s1ohKMuxPzF0XetwktZzdw== [fileUNF]

Study Description

Citation

Title:

Replication Data for: Adjusting for Unmeasured Spatial Confounding with Distance Adjusted Propensity Score Matching

Identification Number:

doi:10.7910/DVN/DKXXSN

Authoring Entity:

Papadogeorgou, Georgia (PhD candidate)

Distributor:

Harvard Dataverse

Access Authority:

Papadogeorgou, Georgia

Depositor:

Papadogeorgou, Georgia

Date of Deposit:

2016-10-12

Holdings Information:

https://doi.org/10.7910/DVN/DKXXSN

Study Scope

Keywords:

Earth and Environmental Sciences, Mathematical Sciences

Abstract:

This data set consists the analysis data set for the paper titled "Adjusting for Unmeasured Spatial Confounding with Distance Adjusted Propensity Score Matching". It includes key power plant covariates and area level characteristics. Power plants are linked to ozone and temperature information.

Methodology and Processing

Sources Statement

Data Access

Notes:

Other Study Description Materials

File Description--f3086904

File: analysis_dat.tab

Number of cases: 473
No. of variables per record: 23
Type of File: text/tab-separated-values

Notes:

UNF:6:s1ohKMuxPzF0XetwktZzdw==

This data set corresponds to the analysis_dat data constructed in the data analysis script. It is in a data.table format and it includes variables such as the treatment (SnCR), total number of NOx emissions (totNOxemissions), 4th maximum ambient ozone concentrations within 100km as measured on monitoring locations (mean4maxOzone) and other covariates.

Variable Description

List of Variables:

totNOxemissions - totNOxemissions
pctCapacity_byHI - pctCapacity_byHI
Phase2 - Phase2
Fac.Latitude - Fac.Latitude
Fac.Longitude - Fac.Longitude
mean4maxOzone - mean4maxOzone
mean4MaxTemp - mean4MaxTemp
PctUrban - PctUrban
PctWhite - PctWhite
PctBlack - PctBlack
PctHisp - PctHisp
PctHighSchool - PctHighSchool
MedianHHInc - MedianHHInc
PctPoor - PctPoor
PctOccupied - PctOccupied
PctMovedIn5 - PctMovedIn5
MedianHValue - MedianHValue
SnCR - SnCR
logHeatInput - logHeatInput
logPopPerSQM - logPopPerSQM
mostlyGas - mostlyGas
small_nunits - small_nunits
med_nunits - med_nunits

Variables

totNOxemissions

f3086904 Location:

Summary Statistics: StDev 986.5801117742906; Mean 479.03208245243127; Max. 9740.835; Valid 473.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:x9sU3Q91r4o6+63z1HFR2A==

pctCapacity_byHI

f3086904 Location:

Summary Statistics: Min. 0.00104555818382847; Mean 0.4187570309031339; StDev 0.2904969567487371; Valid 473.0; Max. 1.1164356941787;

Variable Format: numeric

Notes: UNF:6:ESKQMfJpoamo96vlO+yzrQ==

Phase2

f3086904 Location:

Summary Statistics: Valid 473.0; StDev 0.4041831645800895; Max. 1.0; Min. 0.0; Mean 0.7949260042283297;

Variable Format: numeric

Notes: UNF:6:cAE0aUKgy+93r3l/matAUg==

Fac.Latitude

f3086904 Location:

Summary Statistics: Max. 48.4553; Valid 473.0; Min. 25.6321; StDev 4.462847080987841; Mean 38.11337124735729;

Variable Format: numeric

Notes: UNF:6:RytXt0ikGDAukDwydGrWyA==

Fac.Longitude

f3086904 Location:

Summary Statistics: Valid 473.0; Mean -90.33005517970402; Min. -122.7231; Max. -68.7106; StDev 14.531231207777159

Variable Format: numeric

Notes: UNF:6:kd7ddShij3W0/V/hILwrmQ==

mean4maxOzone

f3086904 Location:

Summary Statistics: Min. 0.002; Mean 0.025650417799255008; StDev 0.006906119794635774; Valid 473.0; Max. 0.0546666666666667

Variable Format: numeric

Notes: UNF:6:ybZd+nA0f6E38KsYqP2dGg==

mean4MaxTemp

f3086904 Location:

Summary Statistics: Mean 69.87059273713264; Max. 98.8888888888889; Min. 52.0; StDev 7.845422096267909; Valid 473.0

Variable Format: numeric

Notes: UNF:6:8AzrFEf3UtpG2g7TguPimg==

PctUrban

f3086904 Location:

Summary Statistics: StDev 0.33453746654922334; Valid 473.0; Min. 0.0; Mean 0.7320680098705634; Max. 1.0

Variable Format: numeric

Notes: UNF:6:tp2iRCUdGnaTm1JhyR5eIw==

PctWhite

f3086904 Location:

Summary Statistics: Valid 473.0; Max. 1.0; Min. 0.0268817204301075; Mean 0.7866344416906971; StDev 0.1692700952416619;

Variable Format: numeric

Notes: UNF:6:J9G34jKJ/NgBEkf1IRHLsw==

PctBlack

f3086904 Location:

Summary Statistics: Valid 473.0; Mean 0.1023761179209191; Min. 0.0; StDev 0.1307755993705776; Max. 0.836094127981734;

Variable Format: numeric

Notes: UNF:6:YeqvhXLzJnn0ZM7OFWx7Gw==

PctHisp

f3086904 Location:

Summary Statistics: Mean 0.11151436252922566; Max. 0.953450469072985; Valid 473.0; Min. 0.0; StDev 0.15659885507437568

Variable Format: numeric

Notes: UNF:6:NPFiiiirPlwD7u0xEfaOlQ==

PctHighSchool

f3086904 Location:

Summary Statistics: Min. 0.1; Valid 473.0; Max. 0.543966712898752; Mean 0.30686096157439297; StDev 0.0797236026265838

Variable Format: numeric

Notes: UNF:6:0RL/DBXkvQc1JXUksqwV8w==

MedianHHInc

f3086904 Location:

Summary Statistics: Mean 43815.152458295066; Max. 93580.4222222222; StDev 12301.640894454064; Min. 20686.4; Valid 473.0

Variable Format: numeric

Notes: UNF:6:MncyldsEQzdxINYLZ6B/Ww==

PctPoor

f3086904 Location:

Summary Statistics: Valid 473.0; StDev 0.06199815636211453; Max. 0.371455600563802; Mean 0.12303801961093119; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:JqCKbW1LXNhQ3x8I7rVcRQ==

PctOccupied

f3086904 Location:

Summary Statistics: Min. 0.155940594059406; StDev 0.0996283880199124; Max. 0.985691372615229; Mean 0.9066778858629906; Valid 473.0;

Variable Format: numeric

Notes: UNF:6:TaSJ0cGwdQA/V3is9GmImw==

PctMovedIn5

f3086904 Location:

Summary Statistics: Min. 0.111111111111111; StDev 0.089005497566542; Max. 0.825952250774558; Valid 473.0; Mean 0.4766516492926759;

Variable Format: numeric

Notes: UNF:6:K49lnaL8L90ooSX1BVQLXQ==

MedianHValue

f3086904 Location:

Summary Statistics: Min. 0.0; Mean 126077.92240605768; Valid 473.0; Max. 693700.0; StDev 74126.58927173613

Variable Format: numeric

Notes: UNF:6:rBLqmykchwdKvJRk713boA==

SnCR

f3086904 Location:

Value	Label	Frequency	Text
1.	TRUE
0.	FALSE

Summary Statistics: StDev 0.46749044682991747; Valid 473.0; Mean 0.32135306553911264; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:RLk995YMruhutOD+MuoTlA==

logHeatInput

f3086904 Location:

Summary Statistics: Mean 14.111465760814191; Valid 473.0; Min. 6.67635901754095; Max. 17.8678150911597; StDev 1.9673460636911562

Variable Format: numeric

Notes: UNF:6:NptGRrM6+xpcj7Ynz9rkjA==

logPopPerSQM

f3086904 Location:

Summary Statistics: Valid 473.0; Mean 6.073005742715337; StDev 1.7019682630278958; Max. 10.3349139896358; Min. -0.731604797454164

Variable Format: numeric

Notes: UNF:6:reN2BlZK0+sIEfyjEgGKAw==

mostlyGas

f3086904 Location:

Summary Statistics: Mean 0.6321353065539103; Valid 473.0; Min. 0.0; StDev 0.48273484523689764; Max. 1.0

Variable Format: numeric

Notes: UNF:6:SiVR6/cJbTGDBhdWXuuANQ==

small_nunits

f3086904 Location:

Summary Statistics: Mean 0.5539112050739956; Valid 473.0; Max. 1.0; StDev 0.4976113798126967; Min. 0.0

Variable Format: numeric

Notes: UNF:6:uR3xDzDRi+zYEssyQRWFQw==

med_nunits

f3086904 Location:

Summary Statistics: StDev 0.4777730647954976; Mean 0.35095137420718814; Valid 473.0; Min. 0.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:Jr44YAFBQB3yxAznkwax0Q==